{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "72bcc904-cd84-46e9-be20-d5b00ad403c1",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os\n",
    "import matplotlib as mpl\n",
    "from scipy.stats import lognorm\n",
    "from scipy.stats import beta \n",
    "import matplotlib as mpl\n",
    "from scipy.integrate import simps\n",
    "import json\n",
    "import time\n",
    "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n",
    "\n",
    "g =9.805\n",
    "\n",
    "mpl.rc('font',family = 'Times New Roman')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9101edcf-8e61-4824-a7b8-c42196dc6877",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x199302f3190>]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "m = 0.33\n",
    "b = 0.6\n",
    "\n",
    "x = np.linspace(0,1,100)\n",
    "\n",
    "plt.plot(x,lognorm.cdf(x,b,scale=m))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f530c460-9c70-45ea-aa97-7643a96770ff",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn1):\n",
    "    \n",
    "    imax = np.argmax(Vb)\n",
    "    \n",
    "    E1 = simps(Vb[0:imax],d[0:imax])\n",
    "    E2 = simps(Vb[0:imin],d[0:imin])\n",
    "    #print(E1)\n",
    "    Dy = 2*(d[imax]-E1/Vb[imax])\n",
    "    Ds = 2/(Vb[imax]-Vb[imin])*(E2-E1+Vb[imax]*d[imax]-0.5*d[imin]*(Vb[imax]+Vb[imin]))\n",
    "    idPO = np.zeros((len(Vb),2))\n",
    "    iDy = 0\n",
    "    \n",
    "    for i in range(len(idPO[:,0])):\n",
    "        idPO[i,0] = d[i]\n",
    "        if(idPO[i,0]<=Dy):\n",
    "            idPO[i,1] = (Vb[imax]/Dy)*idPO[i,0]\n",
    "            iDy = i\n",
    "        elif(idPO[i,0]>Dy and idPO[i,0]<=Ds):\n",
    "            idPO[i,1] = Vb[imax]\n",
    "        elif(idPO[i,0]>Ds and idPO[i,0]<=d[imin]):\n",
    "            idPO[i,1] = Vb[imax] + (Vb[imin]-Vb[imax])/(d[imin]-Ds)*(idPO[i,0]-Ds)\n",
    "        else:\n",
    "            idPO[i,1] = Vb[imin]\n",
    "            \n",
    "    \n",
    "    #Compute equivalent SDOF yield displacements \n",
    "    dy = (1/Ge)*(Dy/delta[ntot-1])\n",
    "    #Perform N2 method\n",
    "    Say = max(Vb)/(me*g)\n",
    "    \n",
    "    Tey = round(2*np.pi*(dy/(Say*g))**0.5,2)\n",
    "   \n",
    "    iSaky = abs(Tey-T).argmin() \n",
    "         \n",
    "    if(Sam[iSaky] <= Say):\n",
    "        s = 0; #elastic analysis\n",
    "        mue = d[ie]/Dy\n",
    "        re = (Vb[ie]/(me*g))/Say\n",
    "        R = Sam[iSaky]/Say\n",
    "        if(R<=re):\n",
    "            mu = mue*(R/re)\n",
    "        elif(R>re and R<=1):\n",
    "            mu = (R-re)*(1-mue)/(1-re)+mue\n",
    "        \n",
    "        dd = mu*dy\n",
    "    else:\n",
    "        s = 1; #nonlinear analysis \n",
    "        mu = 0;\n",
    "        R = Sam[iSaky]/Say;\n",
    "       \n",
    "        mus = Ds/Dy\n",
    "        ru = idPO[imin,1]/idPO[imax,1]\n",
    "        TD1 = TD*(2-ru)**0.5\n",
    "        DT = (Tey-TC)/(TD1-TC)\n",
    "       \n",
    "        if(Tey<=TC):\n",
    "            Rmus = 0.7*(Tey/TC)*(mus-1)+1\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            Rmus = (0.7+0.3*DT)*(mus-1)+1\n",
    "        else:\n",
    "            Rmus = mus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            R0 = 1\n",
    "        else:\n",
    "            R0 = Rmus\n",
    "           \n",
    "        if(R<=Rmus):\n",
    "            mu0 = 1\n",
    "        else:\n",
    "            mu0 = mus\n",
    "           \n",
    "        if(Tey<=TC):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7*(Tey/TC)\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(Tey/TC)**(1/(ru)**0.5)\n",
    "        elif(Tey>TC and Tey<=TD1):\n",
    "            if(R<=Rmus):\n",
    "                c = 0.7+0.3*DT\n",
    "            else:\n",
    "                c = 0.7*(ru)**0.5*(1-DT)+DT\n",
    "        else:\n",
    "            c = 1\n",
    "        mu = (1/c)*(R-R0)+mu0\n",
    "       \n",
    "        dd = mu*dy\n",
    "    return Say,Tey,dd,mu,s,dy\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "cc4e76ca-16a5-45a7-aa62-4993b0deed54",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "folders = os.listdir('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4e320874-768a-438e-afd6-75fa00f76d4f",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def OpenPO(infill,ns):\n",
    "\n",
    "    d1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/'+str(ns)+' floor/ID_5_disp'+str(ns)+'_infill'+folders[infill][-1]+'.out')[:1000,ns-1]\n",
    "\n",
    "    F1 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Pushover/'+folders[infill]+'/'+str(ns)+' floor/ID_5_V'+str(ns)+'_infill'+folders[infill][-1]+'.out')[:1000,:]\n",
    "\n",
    "    Vb1 = -(F1[:,0]+F1[:,1]+F1[:,2]+F1[:,3])\n",
    "         \n",
    "    return d1,Vb1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a7282e62-a36e-4e35-9eee-8b20660dd6aa",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "d2,Vb2 = OpenPO(1,2)\n",
    "d4,Vb4 = OpenPO(1,4)\n",
    "d6,Vb6 = OpenPO(1,6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "2a468106-3309-4b02-9663-9e7d0c0e279e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.10001\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "5.553603999617331"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plt.plot(d2,Vb2)\n",
    "plt.plot(d4,Vb4)\n",
    "plt.plot(d6,Vb6)\n",
    "imax = np.argmax(Vb4)\n",
    "print(max(d4))\n",
    "simps(Vb4[0:imax],d4[0:imax])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8da6e85b-0f31-473c-9cfb-5a4236af2f82",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "imin2=310\n",
    "imin4=375\n",
    "imin6=800\n",
    "\n",
    "ie2=60\n",
    "ie4=105\n",
    "ie6=350"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3d38ef14-fb8b-4651-9776-ce20ffed4d75",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def ModeMass(inf,ns):\n",
    "    file_name = 'ID_5_'+str(ns)+'_infill'+inf+'_'\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'modeshapes.txt') as f:\n",
    "        a = json.load(f)\n",
    "\n",
    "    modes = np.array(a)\n",
    "\n",
    "    with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/'+file_name+'mass.txt') as f:\n",
    "        a2 = json.load(f)\n",
    "\n",
    "    mass = np.array(a2)\n",
    "    \n",
    "    return modes, mass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "777c19a8-0dcd-49e0-a946-d64398829b79",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "modes2, mass2 = ModeMass('1',2)\n",
    "modes4, mass4 = ModeMass('1',4)\n",
    "modes6, mass6 = ModeMass('1',6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "9267492d-43c4-4dab-98c4-c352e1254653",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "191.408"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.sum(mass6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "35412f1b-ba3e-4ac8-b0c9-294d2c9c7cc3",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GammaMass(modes,mass):\n",
    "    #Compute modal participation factors\n",
    "    Gamma = np.zeros(len(modes[0,:]));\n",
    "    me = np.zeros(len(modes[0,:]))\n",
    "\n",
    "    for i in range(len(Gamma)):\n",
    "        GA = 0;\n",
    "        GB = 0;\n",
    "        for j in range (len(mass)):\n",
    "            GA = GA+modes[j,i]*mass[j];\n",
    "            GB = GB+modes[j,i]**2*mass[j];\n",
    "\n",
    "        Gamma[i]= GA/GB; \n",
    "        me[i] = GA**2/GB\n",
    "    \n",
    "    return Gamma, me"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c02de92f-d2af-480d-9f6d-dedb012dee13",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Gamma2,me2 = GammaMass(modes2,mass2)\n",
    "Gamma4,me4 = GammaMass(modes4,mass4)\n",
    "Gamma6,me6 = GammaMass(modes6,mass6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f2fedd05-39af-4077-a046-a9373353a83c",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T2 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_2_infill1_Periods.txt')\n",
    "T4 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_4_infill1_Periods.txt')\n",
    "T6 = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/Result/modal/ID_5_6_infill1_Periods.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9bd12092-d059-4596-9b6a-3d69cd72735b",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.407, 0.145, 0.087, 0.067, 0.058, 0.049])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "552fcb3f-24fa-40d0-8778-1febcecbe4fa",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GeMe(ntot,m):\n",
    "\n",
    "    delta = np.zeros(ntot)\n",
    "\n",
    "    for i in range(len(delta)):\n",
    "        delta[i] = 3*(i+1)/12\n",
    "\n",
    "    #Compute equivalent mass and participation factor of first inelastic mode\n",
    "    MA = 0\n",
    "    MB = 0\n",
    "\n",
    "    for j in range(len(m)):\n",
    "        MA = MA+m[j]*delta[j]\n",
    "        MB = MB+m[j]*delta[j]**2\n",
    "\n",
    "    me = MA**2/MB\n",
    "    Ge = MA/MB\n",
    "    \n",
    "    return me,Ge"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "955bad5c-a31b-40e2-ad72-1b5926b484af",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "delta2 = np.zeros(2)\n",
    "\n",
    "for i in range(len(delta2)):\n",
    "    delta2[i] = 3*(i+1)/12\n",
    "    \n",
    "delta4 = np.zeros(4)\n",
    "\n",
    "for i in range(len(delta4)):\n",
    "    delta4[i] = 3*(i+1)/12\n",
    "    \n",
    "delta6 = np.zeros(6)\n",
    "\n",
    "for i in range(len(delta6)):\n",
    "    delta6[i] = 3*(i+1)/12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "6b4cfcca-2f05-4e47-ae0c-b2b6e0b75595",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "mef2,Ge2 = GeMe(2,mass2)\n",
    "mef4,Ge4 = GeMe(4,mass4)\n",
    "mef6,Ge6 = GeMe(6,mass6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "2175c0a5-20c5-43df-b7f7-58ef62a6ca97",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/50/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "18e4ed20-290e-42a4-8825-5a3b2d45413e",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def GMSpectra(Tr):\n",
    "    \n",
    "    T = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]\n",
    "    Sa = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "    Sd = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_1.txt')[:,0]),30))\n",
    "\n",
    "    for i in range(len(Sa[0,:])):\n",
    "        Sa[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Acceleration/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "        Sd[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/Ground Motion Scaled/'+Tr+'/ResponseSpectra/Displacement/GMRS_'+str(i+1)+'.txt')[:,1]\n",
    "\n",
    "    Sam = np.zeros(len(Sa[:,0]))\n",
    "    Sdm = np.zeros(len(Sa[:,0]))\n",
    "\n",
    "    for i in range(len(Sam)):\n",
    "        Sam[i] = np.median(Sa[i,:])\n",
    "        Sdm[i] = np.median(Sd[i,:])\n",
    "        \n",
    "    return Sa,Sd,Sam,Sdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "c250e0f3-3083-4e22-a34f-6bdf874ff087",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS(Tr,inf,ns,nt):\n",
    "    ncol = 0\n",
    "    no_col = []\n",
    "    col = []\n",
    "    for j in range(30):\n",
    "        with open('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/ID_5/outs_NRHA/log_'+str(nt)+'_'+str(inf)+'_'+str(j+1)+'_'+Tr+'.txt') as f:\n",
    "            lines = f.readlines()\n",
    "        if(int(lines[0].split()[0]) == 1 or int(lines[0].split()[0]) == -1):\n",
    "            ncol = ncol+1\n",
    "            col.append(j+1)\n",
    "        else:\n",
    "            no_col.append(j+1)\n",
    "    #print(ncol)\n",
    "    \n",
    "\n",
    "    Saf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_'+str(nt)+'_'+str(inf)+'_2_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "    Sdf = np.zeros((len(np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_'+str(nt)+'_'+str(inf)+'_2_'+Tr+'.txt')[:,0]),30-ncol))\n",
    "\n",
    "    for i in range(30-ncol):\n",
    "        Saf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Acceleration/FRS'+str(ns)+'_'+str(nt)+'_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "        Sdf[:,i] = np.loadtxt('C:/Users/rober/Documents/ROSE/PostDoc/FRS/NLTH Analyses/Infilled/FloorSpectra/Displacement/FRS'+str(ns)+'_'+str(nt)+'_'+str(inf)+'_'+str(no_col[i])+'_'+Tr+'.txt')[:,1]\n",
    "\n",
    "    Safm = np.zeros(len(Saf[:,0]))\n",
    "    Sdfm = np.zeros(len(Saf[:,0]))\n",
    "\n",
    "    for i in range(len(Safm)):\n",
    "        Safm[i] = np.median(Saf[i,:])\n",
    "        Sdfm[i] = np.median(Sdf[i,:])\n",
    "        \n",
    "    return Saf,Sdf,Safm,Sdfm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "4dee6579-c539-4e08-b7ce-4b292183e6fd",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Sa50,Sd50,Sam50,Sdm50 = GMSpectra('50')\n",
    "Sa2475,Sd2475,Sam2475,Sdm2475 = GMSpectra('2475')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b36632a8-80dc-4ed6-b8fe-13214874ba82",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.02758865995119409"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(T,Sdm50)\n",
    "plt.xlim(0,7)\n",
    "max(Sdm50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "356e6072-c709-4b7a-a294-5d5a4daa99df",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm2_50 = np.zeros((len(T),2))\n",
    "Sdfm2_50 = np.zeros((len(T),2))\n",
    "\n",
    "Saf2_50 = np.zeros((len(T),2,30))\n",
    "Sdf2_50 = np.zeros((len(T),2,30))\n",
    "\n",
    "Saf2_50[:,1,:],Sdf2_50[:,1,:],Safm2_50[:,1],Sdfm2_50[:,1] = FRS('50',1,2,2)\n",
    "Saf2_50[:,0,:],Sdf2_50[:,0,:],Safm2_50[:,0],Sdfm2_50[:,0] = FRS('50',1,1,2)\n",
    "\n",
    "Safm2_2475 = np.zeros((len(T),2))\n",
    "Sdfm2_2475 = np.zeros((len(T),2))\n",
    "\n",
    "Saf2_2475 = np.zeros((len(T),2,29))\n",
    "Sdf2_2475 = np.zeros((len(T),2,29))\n",
    "\n",
    "Saf2_2475[:,1,:],Sdf2_2475[:,1,:],Safm2_2475[:,1],Sdfm2_2475[:,1] = FRS('2475',1,2,2)\n",
    "Saf2_2475[:,0,:],Sdf2_2475[:,0,:],Safm2_2475[:,0],Sdfm2_2475[:,0] = FRS('2475',1,1,2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "d622fd0a-660f-4bbb-bb06-c5114bbf04ae",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm4_50 = np.zeros((len(T),3))\n",
    "Sdfm4_50 = np.zeros((len(T),3))\n",
    "\n",
    "Saf4_50 = np.zeros((len(T),3,30))\n",
    "Sdf4_50 = np.zeros((len(T),3,30))\n",
    "\n",
    "Saf4_50[:,2,:],Sdf4_50[:,2,:],Safm4_50[:,2],Sdfm4_50[:,2] = FRS('50',1,4,4)\n",
    "Saf4_50[:,1,:],Sdf4_50[:,1,:],Safm4_50[:,1],Sdfm4_50[:,1] = FRS('50',1,2,4)\n",
    "Saf4_50[:,0,:],Sdf4_50[:,0,:],Safm4_50[:,0],Sdfm4_50[:,0] = FRS('50',1,1,4)\n",
    "\n",
    "Safm4_2475 = np.zeros((len(T),3))\n",
    "Sdfm4_2475 = np.zeros((len(T),3))\n",
    "\n",
    "Saf4_2475 = np.zeros((len(T),3,28))\n",
    "Sdf4_2475 = np.zeros((len(T),3,28))\n",
    "\n",
    "Saf4_2475[:,2,:],Sdf4_2475[:,2,:],Safm4_2475[:,2],Sdfm4_2475[:,2] = FRS('2475',1,4,4)\n",
    "Saf4_2475[:,1,:],Sdf4_2475[:,1,:],Safm4_2475[:,1],Sdfm4_2475[:,1] = FRS('2475',1,2,4)\n",
    "Saf4_2475[:,0,:],Sdf4_2475[:,0,:],Safm4_2475[:,0],Sdfm4_2475[:,0] = FRS('2475',1,1,4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "16138c99-964c-454c-8001-f26e45d38de0",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "Safm6_50 = np.zeros((len(T),3))\n",
    "Sdfm6_50 = np.zeros((len(T),3))\n",
    "\n",
    "Saf6_50 = np.zeros((len(T),3,30))\n",
    "Sdf6_50 = np.zeros((len(T),3,30))\n",
    "\n",
    "Saf6_50[:,2,:],Sdf6_50[:,2,:],Safm6_50[:,2],Sdfm6_50[:,2] = FRS('50',1,6,6)\n",
    "Saf6_50[:,1,:],Sdf6_50[:,1,:],Safm6_50[:,1],Sdfm6_50[:,1] = FRS('50',1,3,6)\n",
    "Saf6_50[:,0,:],Sdf6_50[:,0,:],Safm6_50[:,0],Sdfm6_50[:,0] = FRS('50',1,1,6)\n",
    "\n",
    "Safm6_2475 = np.zeros((len(T),3))\n",
    "Sdfm6_2475 = np.zeros((len(T),3))\n",
    "\n",
    "Saf6_2475 = np.zeros((len(T),3,29))\n",
    "Sdf6_2475 = np.zeros((len(T),3,29))\n",
    "\n",
    "Saf6_2475[:,2,:],Sdf6_2475[:,2,:],Safm6_2475[:,2],Sdfm6_2475[:,2] = FRS('2475',1,6,6)\n",
    "Saf6_2475[:,1,:],Sdf6_2475[:,1,:],Safm6_2475[:,1],Sdfm6_2475[:,1] = FRS('2475',1,3,6)\n",
    "Saf6_2475[:,0,:],Sdf6_2475[:,0,:],Safm6_2475[:,0],Sdfm6_2475[:,0] = FRS('2475',1,1,6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "d979675b-65a2-43d2-ab63-f770281ec9ab",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Mer(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,dp,imin,ie,Ge,me,delta,switch,TD,SdTD,TC):\n",
    "        \n",
    "    DE = dp[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = dp[np.argmax(Vb)]\n",
    "    PGD = Sdm[-1]\n",
    "    TB = 0.1\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,dp,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    print(mu)\n",
    "    '''ddS = dd*Ge*delta[ntot-1]\n",
    "    index = abs(dp-ddS).argmin()\n",
    "    \n",
    "    if(ddS>dp[imin] or dd<dy):\n",
    "        Say = Vb[index]/(me*g)\n",
    "    '''\n",
    "    if(switch==1):\n",
    "        Tin = Tn[0]\n",
    "        Tn[0] = Tey\n",
    "    \n",
    "    #print(Tey)\n",
    "    a = np.zeros(len(Tn))\n",
    "    dabs = np.zeros(len(Tn))\n",
    "    SAF = np.zeros(len(Tn))\n",
    "    SDF = np.zeros(len(Tn))\n",
    "    Ten = np.zeros(len(Tn))\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "            \n",
    "            \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        if(s==0):\n",
    "            if(i==0):\n",
    "                #if(dd<DE):\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "                #else:\n",
    "                    #a[i] = abs(Gamma[i]*phi[(ns-1),i]*Say)\n",
    "                    #print(Say)\n",
    "                    #print(SA[i])\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                a[i] = Say*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                a[i]= abs(Gamma[i]*phi[(ns-1),i]*SA[i])\n",
    "#2*np.pi*(dd/(Say*g))**0.5      \n",
    "        if(s==0):\n",
    "            Ten[i] = Tn[i]\n",
    "        elif(s==1):\n",
    "            if(i==0 or i==1):\n",
    "                mur = (mu)**1\n",
    "                Ten[i] = Tn[i]*((1+(mur)**0.5+mur)/3)**0.5\n",
    "            else:\n",
    "                Ten[i] = Tn[i]\n",
    "                \n",
    "            \n",
    "        #if(Tn[i]>TB):\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #else:\n",
    "            #DAF = (0.5*ksiS+ksiNS)**(-2/3)\n",
    "        #*(0.55+0.45*(Tn[i]/TB))\n",
    "        \n",
    "        if(Tn[i]/TC == 0):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5;\n",
    "        elif(Tn[i]/TC > 0 and Tn[i]/TC <=0.2):\n",
    "            DAF = 2.5*(0.1/(0.05+ksiNS))**0.5 + (1/(ksiNS)**0.5 - 2.5*(0.1/(0.05+ksiNS))**0.5)/0.2*(Tn[i]/TC);\n",
    "        else:\n",
    "            DAF = 1/(ksiNS)**0.5;\n",
    "        #if(i==0):\n",
    "            #DAF = 1/(ksiNS)**0.5\n",
    "        #else:\n",
    "            #DAF = 1/(0.5*ksiS+ksiNS)**0.667\n",
    "        SAF[i] = a[i]*DAF\n",
    "        SDF[i] = SAF[i]*g*(Ten[i]/(2*np.pi))**2\n",
    "        \n",
    "\n",
    "        \n",
    "        if(s==0):\n",
    "            d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        elif(s==1):\n",
    "            if(i==0):\n",
    "                d = dd*Ge*delta[(ns-1)]\n",
    "            else:\n",
    "                d = abs(Gamma[i]*phi[(ns-1),i]*SD[i])\n",
    "        \n",
    "        if(i==0):\n",
    "            if(SDF[i]>SdTD):\n",
    "                dabs[i] = (d**2+PGD**2)**0.5\n",
    "                print(1)\n",
    "            else:\n",
    "                dabs[i]=d;\n",
    "        else:\n",
    "            dabs[i]=d;\n",
    "        \n",
    "        \n",
    "            \n",
    "    #Compute modal contributions to floor spectrum\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    \n",
    "    for j in range (len(Tn)):\n",
    "        for i in range(len(T)):\n",
    "            if(T[i]<=Tn[j]):\n",
    "                Safm[i,j] = (T[i]/Tn[j])**2*(SAF[j]-a[j])+a[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2/(4*np.pi**2)) \n",
    "            elif(T[i]>Tn[j] and T[i]<=Ten[j]):\n",
    "                Safm[i,j] = SAF[j]\n",
    "                Sdfm[i,j] = Safm[i,j]*g*(T[i]**2)/(4*np.pi**2)\n",
    "            elif(T[i]>Ten[j]):\n",
    "                if(mu>1 and j==0 and SDF[j]<SdTD):\n",
    "                    if(T[i]<TD):  \n",
    "                        Sdfm[i,j] = SDF[j]+(SdTD-SDF[j])/(TD-Ten[j])*(T[i]-Ten[j])\n",
    "                        Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                    else:\n",
    "                        Sdfm[i,j] = SdTD\n",
    "                        Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "                else:\n",
    "                    Sdfm[i,j] = dabs[j] + (Ten[j]/T[i])**1*(SDF[j]-dabs[j])\n",
    "                    Safm[i,j] = Sdfm[i,j]*((4*np.pi**2)/T[i]**2)/g \n",
    "       \n",
    "            \n",
    "                    \n",
    "    #Combine modal contributions to floor response spectrum\n",
    "    \n",
    "    Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "    Sdf = np.sqrt(np.sum(np.multiply(Sdfm,Sdfm),axis=1))\n",
    "    \n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "        \n",
    "    if ns<nslim:\n",
    "        for i in range(len(T)):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    for i in range(len(T)):\n",
    "        if(T[i]>Ten[0]):\n",
    "            Saf[i]=max(Saf[i],Sam[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "            Sdf[i]=max(Sdf[i],Sdm[i]*(0.07/(0.02+ksiNS))**0.5);\n",
    "    \n",
    "    if(switch==1):\n",
    "        Tn[0] = Tin\n",
    "    \n",
    "    return Saf, Sdf\n",
    "        \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e01eec21-97ec-403b-b1dc-7b4ca8e79a45",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def FRS_Vuk(T,Tn,phi,Gamma,Sam,Sdm,ksiS,ksiNS,ns,ntot,Vb,d,imin,ie,Ge,me,delta,switch,TC):\n",
    "    \n",
    "    SA = np.zeros(len(Tn))\n",
    "    SD = np.zeros(len(Tn))\n",
    "\n",
    "    \n",
    "    for i in range(len(Tn)):\n",
    "        ind = abs(T-Tn[i]).argmin()\n",
    "        SA[i] = Sam[ind]\n",
    "        SD[i] = Sdm[ind]\n",
    "    \n",
    "    DE = d[ie]/(Gamma[0]*phi[(ntot-1),0])\n",
    "    Dmax = d[np.argmax(Vb)]/(Gamma[0]*phi[(ns-1),0])\n",
    "    TD = 3\n",
    "    SaNS = (0.07/(0.02+ksiNS))**0.5*Sam\n",
    "    SdNS = (0.07/(0.02+ksiNS))**0.5*Sdm\n",
    "    \n",
    "    Say,Tey,dd,mu,s,dy = N2Inf(Vb,d,imin,ie,T,Sam,Ge,me,delta,ntot,TD,TC,Tn[0])\n",
    "    if(switch==1):\n",
    "        Tin = Tn[0]\n",
    "        Tn[0] = Tey  \n",
    "        \n",
    "    ksiS = 100*ksiS\n",
    "    ksiNS = 100*ksiNS\n",
    "    \n",
    "    \n",
    "    #Compute modal contributions to the acceleration and displacement FRS\n",
    "    Safm = np.zeros((len(T),len(Tn)));\n",
    "    Sdfm = np.zeros((len(T),len(Tn)));\n",
    "    \n",
    "    if(s==0):\n",
    "        Tlim =0;\n",
    "        for j in range(len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "\n",
    "\n",
    "           \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j];\n",
    "            \n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "\n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if abs(AS)>abs(SAFM):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "                    \n",
    "\n",
    "                if(j==0):\n",
    "                    if(Safm[i,j]==SAFM):\n",
    "                        Tlim = T[i]\n",
    "                        #print(Tlim)\n",
    "\n",
    "                    \n",
    "    elif(s==1):\n",
    "        mur = (mu)**1\n",
    "        Te1 = Tn[0]*((1+(mur)**0.5+mur)/3)**0.5\n",
    "\n",
    "        if(Te1/TC == 0):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "        elif(Te1/TC > 0 and Te1/TC <=0.2):\n",
    "            AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Te1/TC);\n",
    "        else:\n",
    "            AMP = 10/(ksiS)**0.5;\n",
    "\n",
    "        SAFM = abs(AMP*Ge*delta[(ns-1)]*Say);\n",
    "        SDFM = SAFM*(Te1/(2*np.pi))**2*g;\n",
    "        Tlim =0;\n",
    "        \n",
    "        for i in range(len(T)):\n",
    "            AS = Ge*delta[(ns-1)]/(abs((T[i]/Te1)**2-1))*(Say**2+((T[i]/Te1)**2*SaNS[i])**2)**0.5;   \n",
    "            DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "            \n",
    "            if(abs(AS)>abs(SAFM)):\n",
    "                Safm[i,0] = np.sign(delta[(ns-1)])*SAFM;\n",
    "            else:\n",
    "                Safm[i,0] = AS;\n",
    "                \n",
    "            \n",
    "            if(Safm[i,0]==SAFM):\n",
    "                    Tlim = T[i];\n",
    "                            \n",
    "            #if(abs(DS)>SDFM):\n",
    "                #Sdfm[i,0] = SDFM;\n",
    "            #else:\n",
    "                #Sdfm[i,0] = DS;\n",
    "  \n",
    "        for j in range(1,len(Tn)):\n",
    "            if(Tn[j]/TC == 0):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5;\n",
    "            elif(Tn[j]/TC > 0 and Tn[j]/TC <=0.2):\n",
    "                AMP = 2.5*(10/(5+ksiNS))**0.5 + (10/(ksiNS)**0.5 - 2.5*(10/(5+ksiNS))**0.5)/0.2*(Tn[j]/TC);\n",
    "            else:\n",
    "                AMP = 10/(ksiNS)**0.5;\n",
    "    \n",
    "            SAFM = AMP*Gamma[j]*phi[(ns-1),j]*SA[j]\n",
    "            \n",
    "            SDFM = SAFM*(Tn[j]/(2*np.pi))**2*g;\n",
    "            \n",
    "            for i in range(len(T)):\n",
    "                AS = Gamma[j]*phi[(ns-1),j]/(abs((T[i]/Tn[j])**2-1))*(SA[j]**2+((T[i]/Tn[j])**2*SaNS[i])**2)**0.5;   \n",
    "                DS = AS*(T[i]/(2*np.pi))**2*g;\n",
    "                if(abs(AS)>abs(SAFM)):\n",
    "                    Safm[i,j] = SAFM;\n",
    "                else:\n",
    "                    Safm[i,j] = AS;\n",
    "                \n",
    "                \n",
    "    #Combine modal contributions \n",
    "\n",
    "    Saf = np.zeros(len(T));\n",
    "    Sdf = np.zeros(len(T));\n",
    "    \n",
    "    nslim = round(ntot/2);\n",
    "    \n",
    "    #if(ns<=nslim):\n",
    "    for j in range(len(T)):\n",
    "        if(T[j]<=Tlim):\n",
    "            Saf[j] = np.sqrt(np.sum(np.multiply(Safm[j,:],Safm[j,:])));\n",
    "            #Sdf[j] = np.sqrt(np.sum(np.multiply(Sdfm[j,:],Sdfm[j,:])));\n",
    "        else:\n",
    "            Saf[j] = np.sum(Safm[j,:]);\n",
    "            #Sdf[j] = np.sum(Sdfm[j,:]);\n",
    "    \n",
    "    #else:\n",
    "        #Saf = np.sqrt(np.sum(np.multiply(Safm,Safm),axis=1))\n",
    "        \n",
    "    Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "            \n",
    "    #Envelope floor response spectrum with ground response spectrum\n",
    "    \n",
    "    #Sdf = np.multiply(Saf*g,(T/(2*np.pi))**2)\n",
    "    #if(ns<nslim):\n",
    "    for i in range(len(T)):\n",
    "        Saf[i]=max(Saf[i],SaNS[i]);\n",
    "        Sdf[i]=max(Sdf[i],SdNS[i]);\n",
    "            \n",
    "\n",
    "    if(switch==1):\n",
    "        Tn[0] = Tin\n",
    "\n",
    "    return Saf,Sdf\n",
    "               \n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "d144297a-cfae-4d4a-9117-ba9c17e64694",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.407, 0.145, 0.087, 0.067, 0.058, 0.049])"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "T6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "26adaff5-7126-4019-a305-93018974aba0",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.26532933344819665\n",
      "0.26532933344819665\n"
     ]
    }
   ],
   "source": [
    "Saf2_50M = np.zeros((len(T),2))\n",
    "Sdf2_50M = np.zeros((len(T),2))\n",
    "\n",
    "Saf2_50M[:,0],Sdf2_50M[:,0] = FRS_Mer(T,T2,modes2,Gamma2,Sam50,Sdm50,0.05,0.05,1,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,0,2,0.03,0.2)\n",
    "Saf2_50M[:,1],Sdf2_50M[:,1] = FRS_Mer(T,T2,modes2,Gamma2,Sam50,Sdm50,0.05,0.05,2,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,0,2,0.03,0.2)\n",
    "\n",
    "Saf2_50V = np.zeros((len(T),2))\n",
    "Sdf2_50V = np.zeros((len(T),2))\n",
    "\n",
    "Saf2_50V[:,0],Sdf2_50V[:,0] = FRS_Vuk(T,T2,modes2,Gamma2,Sam50,Sdm50,0.05,0.05,1,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,0,0.2)\n",
    "Saf2_50V[:,1],Sdf2_50V[:,1] = FRS_Vuk(T,T2,modes2,Gamma2,Sam50,Sdm50,0.05,0.05,2,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,0,0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "202febd7-2640-4972-b6cb-901ebb419a00",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.2969161004632627\n",
      "0.2969161004632627\n",
      "0.2969161004632627\n"
     ]
    }
   ],
   "source": [
    "Saf4_50M = np.zeros((len(T),3))\n",
    "Sdf4_50M = np.zeros((len(T),3))\n",
    "\n",
    "Saf4_50M[:,0],Sdf4_50M[:,0] = FRS_Mer(T,T4,modes4,Gamma4,Sam50,Sdm50,0.05,0.05,1,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,2,0.03,0.2)\n",
    "Saf4_50M[:,1],Sdf4_50M[:,1] = FRS_Mer(T,T4,modes4,Gamma4,Sam50,Sdm50,0.05,0.05,2,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,2,0.03,0.2)\n",
    "Saf4_50M[:,2],Sdf4_50M[:,2] = FRS_Mer(T,T4,modes4,Gamma4,Sam50,Sdm50,0.05,0.05,4,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,2,0.03,0.2)\n",
    "\n",
    "Saf4_50V = np.zeros((len(T),3))\n",
    "Sdf4_50V = np.zeros((len(T),3))\n",
    "\n",
    "Saf4_50V[:,0],Sdf4_50V[:,0] = FRS_Vuk(T,T4,modes4,Gamma4,Sam50,Sdm50,0.05,0.05,1,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,0.2)\n",
    "Saf4_50V[:,1],Sdf4_50V[:,1] = FRS_Vuk(T,T4,modes4,Gamma4,Sam50,Sdm50,0.05,0.05,2,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,0.2)\n",
    "Saf4_50V[:,2],Sdf4_50V[:,2] = FRS_Vuk(T,T4,modes4,Gamma4,Sam50,Sdm50,0.05,0.05,4,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "26e7aeb4-849f-4151-b04b-19d4af05c9eb",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.43983531324483444\n",
      "0.43983531324483444\n",
      "0.43983531324483444\n"
     ]
    }
   ],
   "source": [
    "Saf6_50M = np.zeros((len(T),3))\n",
    "Sdf6_50M = np.zeros((len(T),3))\n",
    "\n",
    "Saf6_50M[:,0],Sdf6_50M[:,0] = FRS_Mer(T,T6,modes6,Gamma6,Sam50,Sdm50,0.05,0.05,1,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,2,0.03,0.2)\n",
    "Saf6_50M[:,1],Sdf6_50M[:,1] = FRS_Mer(T,T6,modes6,Gamma6,Sam50,Sdm50,0.05,0.05,3,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,2,0.03,0.2)\n",
    "Saf6_50M[:,2],Sdf6_50M[:,2] = FRS_Mer(T,T6,modes6,Gamma6,Sam50,Sdm50,0.05,0.05,6,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,2,0.03,0.2)\n",
    "\n",
    "Saf6_50V = np.zeros((len(T),3))\n",
    "Sdf6_50V = np.zeros((len(T),3))\n",
    "\n",
    "Saf6_50V[:,0],Sdf6_50V[:,0] = FRS_Vuk(T,T6,modes6,Gamma6,Sam50,Sdm50,0.05,0.05,1,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,0.2)\n",
    "Saf6_50V[:,1],Sdf6_50V[:,1] = FRS_Vuk(T,T6,modes6,Gamma6,Sam50,Sdm50,0.05,0.05,3,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,0.2)\n",
    "Saf6_50V[:,2],Sdf6_50V[:,2] = FRS_Vuk(T,T6,modes6,Gamma6,Sam50,Sdm50,0.05,0.05,6,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0e67d4b4-76d0-4e12-a7f1-92d4115c1c29",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "2f7bf714-e40a-4c05-8c2d-fc8958ff10d5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1000 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,axs = plt.subplots(3,3,figsize=(14,10))\n",
    "\n",
    "axs[0,0].set_title('2 Story',fontsize=14)\n",
    "axs[0,0].plot(Sdf2_50[:,1,1:],Saf2_50[:,1,1:],color='grey',lw=0.1)\n",
    "axs[0,0].plot(Sdf2_50[:,1,0],Saf2_50[:,1,0],color='grey',lw=0.1)\n",
    "axs[0,0].plot(Sdf2_50V[:,1],Saf2_50V[:,1],color='grey',lw=2)\n",
    "axs[0,0].plot(Sdf2_50M[:,1],Saf2_50M[:,1],color='k',lw=1.5)\n",
    "axs[0,0].plot(Sdfm2_50[:,1],Safm2_50[:,1],color='k',ls='--')\n",
    "axs[0,0].set_xlim(0,0.05)\n",
    "axs[0,0].set_ylim(0,1.6)\n",
    "axs[0,0].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[0,0].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[0,0].text(0.038,0.2,'2nd Floor',fontsize=12)\n",
    "axins11 = axs[0,0].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf2_50[:,1,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm2_50[:,1],color='k',ls='--')\n",
    "axins11.plot(T,Sdf2_50V[:,1],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf2_50M[:,1],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "\n",
    "axs[1,0].plot(Sdf2_50[:,0,1:],Saf2_50[:,0,1:],color='grey',lw=0.1)\n",
    "axs[1,0].plot(Sdf2_50[:,0,0],Saf2_50[:,0,0],color='grey',lw=0.1,label='Individual Record')\n",
    "axs[1,0].plot(Sdf2_50M[:,0],Saf2_50M[:,0],color='k',lw=1.5,label='Proposed Methodology')\n",
    "axs[1,0].plot(Sdf2_50V[:,0],Saf2_50V[:,0],color='grey',lw=2,label='Vukobratovic and Fajfar')\n",
    "axs[1,0].plot(Sdfm2_50[:,0],Safm2_50[:,0],color='k',ls='--',label='Median from NLTH Analyses')\n",
    "axs[1,0].set_xlim(0,0.05)\n",
    "axs[1,0].set_ylim(0,1.6)\n",
    "axs[1,0].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[1,0].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[1,0].text(0.038,0.2,'1st Floor',fontsize=12)\n",
    "lg=axs[1,0].legend(bbox_to_anchor=(1.0,-0.3),fontsize=14)\n",
    "lg.draw_frame(False)\n",
    "axins11 = axs[1,0].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf2_50[:,0,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm2_50[:,0],color='k',ls='--')\n",
    "axins11.plot(T,Sdf2_50V[:,0],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf2_50M[:,0],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "\n",
    "axs[0,1].set_title('4 Story',fontsize=14)\n",
    "axs[0,1].plot(Sdf4_50[:,2,:],Saf4_50[:,2,:],color='grey',lw=0.1)\n",
    "axs[0,1].plot(Sdf4_50M[:,2],Saf4_50M[:,2],color='k',lw=1.5)\n",
    "axs[0,1].plot(Sdf4_50V[:,2],Saf4_50V[:,2],color='grey',lw=2,)\n",
    "axs[0,1].plot(Sdfm4_50[:,2],Safm4_50[:,2],color='k',ls='--')\n",
    "axs[0,1].set_xlim(0,0.05)\n",
    "axs[0,1].set_ylim(0,1.6)\n",
    "axs[0,1].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[0,1].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[0,1].text(0.038,0.2,'4th Floor',fontsize=12)\n",
    "axins11 = axs[0,1].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf4_50[:,2,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm4_50[:,2],color='k',ls='--')\n",
    "axins11.plot(T,Sdf4_50V[:,2],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf4_50M[:,2],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[1,1].plot(Sdf4_50[:,1,:],Saf4_50[:,1,:],color='grey',lw=0.1)\n",
    "axs[1,1].plot(Sdf4_50M[:,1],Saf4_50M[:,1],color='k',lw=1.5)\n",
    "axs[1,1].plot(Sdf4_50V[:,1],Saf4_50V[:,1],color='grey',lw=2)\n",
    "axs[1,1].plot(Sdfm4_50[:,1],Safm4_50[:,1],color='k',ls='--')\n",
    "axs[1,1].set_xlim(0,0.05)\n",
    "axs[1,1].set_ylim(0,1.6)\n",
    "axs[1,1].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[1,1].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[1,1].text(0.038,0.2,'2nd Floor',fontsize=12)\n",
    "axins11 = axs[1,1].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf4_50[:,1,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm4_50[:,1],color='k',ls='--')\n",
    "axins11.plot(T,Sdf4_50V[:,1],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf4_50M[:,1],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[2,1].plot(Sdf4_50[:,0,:],Saf4_50[:,0,:],color='grey',lw=0.1)\n",
    "axs[2,1].plot(Sdf4_50M[:,0],Saf4_50M[:,0],color='k',lw=1.5)\n",
    "axs[2,1].plot(Sdf4_50V[:,0],Saf4_50V[:,0],color='grey',lw=2)\n",
    "axs[2,1].plot(Sdfm4_50[:,0],Safm4_50[:,0],color='k',ls='--')\n",
    "axs[2,1].set_xlim(0,0.05)\n",
    "axs[2,1].set_ylim(0,1.6)\n",
    "axs[2,1].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[2,1].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[2,1].text(0.038,0.2,'1st Floor',fontsize=12)\n",
    "axins11 = axs[2,1].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf4_50[:,0,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm4_50[:,0],color='k',ls='--')\n",
    "axins11.plot(T,Sdf4_50V[:,0],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf4_50M[:,0],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[0,2].set_title('6 Story',fontsize=14)\n",
    "axs[0,2].plot(Sdf6_50[:,2,:],Saf6_50[:,2,:],color='grey',lw=0.1)\n",
    "axs[0,2].plot(Sdf6_50M[:,2],Saf6_50M[:,2],color='k',lw=1.5)\n",
    "axs[0,2].plot(Sdf6_50V[:,2],Saf6_50V[:,2],color='grey',lw=2)\n",
    "axs[0,2].plot(Sdfm6_50[:,2],Safm6_50[:,2],color='k',ls='--')\n",
    "axs[0,2].set_xlim(0,0.05)\n",
    "axs[0,2].set_ylim(0,1.6)\n",
    "axs[0,2].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[0,2].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[0,2].text(0.038,0.2,'6th Floor',fontsize=12)\n",
    "axins11 = axs[0,2].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf6_50[:,2,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm6_50[:,2],color='k',ls='--')\n",
    "axins11.plot(T,Sdf6_50V[:,2],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf6_50M[:,2],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[1,2].plot(Sdf6_50[:,1,:],Saf6_50[:,1,:],color='grey',lw=0.1)\n",
    "axs[1,2].plot(Sdf6_50M[:,1],Saf6_50M[:,1],color='k',lw=1.5)\n",
    "axs[1,2].plot(Sdf6_50V[:,1],Saf6_50V[:,1],color='grey',lw=2)\n",
    "axs[1,2].plot(Sdfm6_50[:,1],Safm6_50[:,1],color='k',ls='--')\n",
    "axs[1,2].set_xlim(0,0.05)\n",
    "axs[1,2].set_ylim(0,1.6)\n",
    "axs[1,2].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[1,2].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[1,2].text(0.038,0.2,'3rd Floor',fontsize=12)\n",
    "axins11 = axs[1,2].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf6_50[:,1,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm6_50[:,1],color='k',ls='--')\n",
    "axins11.plot(T,Sdf6_50V[:,1],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf6_50M[:,1],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[2,2].plot(Sdf6_50[:,0,:],Saf6_50[:,0,:],color='grey',lw=0.1)\n",
    "axs[2,2].plot(Sdf6_50M[:,0],Saf6_50M[:,0],color='k',lw=1.5)\n",
    "axs[2,2].plot(Sdf6_50V[:,0],Saf6_50V[:,0],color='grey',lw=2)\n",
    "axs[2,2].plot(Sdfm6_50[:,0],Safm6_50[:,0],color='k',ls='--')\n",
    "axs[2,2].set_xlim(0,0.05)\n",
    "axs[2,2].set_ylim(0,1.6)\n",
    "axs[2,2].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[2,2].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[2,2].text(0.038,0.2,'1st Floor',fontsize=12)\n",
    "axins11 = axs[2,2].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,2), ylim=(0, 0.03))\n",
    "axins11.plot(T,Sdf6_50[:,0,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm6_50[:,0],color='k',ls='--')\n",
    "axins11.plot(T,Sdf6_50V[:,0],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf6_50M[:,0],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "\n",
    "fig.delaxes(axs[2,0])\n",
    "fig.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Paper/Figure9.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "d1badf0b-02ba-4926-967c-063a3076b373",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.377589870778972\n",
      "1.377589870778972\n"
     ]
    }
   ],
   "source": [
    "Saf2_2475M = np.zeros((len(T),2))\n",
    "Sdf2_2475M = np.zeros((len(T),2))\n",
    "\n",
    "Saf2_2475M[:,0],Sdf2_2475M[:,0] = FRS_Mer(T,T2,modes2,Gamma2,Sam2475,Sdm2475,0.05,0.05,1,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,1,2,0.22,0.3)\n",
    "Saf2_2475M[:,1],Sdf2_2475M[:,1] = FRS_Mer(T,T2,modes2,Gamma2,Sam2475,Sdm2475,0.05,0.05,2,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,1,2,0.22,0.3)\n",
    "\n",
    "Saf2_2475V = np.zeros((len(T),2))\n",
    "Sdf2_2475V = np.zeros((len(T),2))\n",
    "\n",
    "Saf2_2475V[:,0],Sdf2_2475V[:,0] = FRS_Vuk(T,T2,modes2,Gamma2,Sam2475,Sdm2475,0.05,0.05,1,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,0,0.3)\n",
    "Saf2_2475V[:,1],Sdf2_2475V[:,1] = FRS_Vuk(T,T2,modes2,Gamma2,Sam2475,Sdm2475,0.05,0.05,2,2,Vb2,d2,imin2,ie2,Ge2,mef2,delta2,0,0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "7622603c-5755-4725-a771-f2ae7a1d6628",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2.433944714357316\n",
      "2.433944714357316\n",
      "2.433944714357316\n"
     ]
    }
   ],
   "source": [
    "Saf4_2475M = np.zeros((len(T),3))\n",
    "Sdf4_2475M = np.zeros((len(T),3))\n",
    "\n",
    "Saf4_2475M[:,0],Sdf4_2475M[:,0] = FRS_Mer(T,T4,modes4,Gamma4,Sam2475,Sdm2475,0.05,0.05,1,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,1,2,0.22,0.3)\n",
    "Saf4_2475M[:,1],Sdf4_2475M[:,1] = FRS_Mer(T,T4,modes4,Gamma4,Sam2475,Sdm2475,0.05,0.05,2,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,1,2,0.22,0.3)\n",
    "Saf4_2475M[:,2],Sdf4_2475M[:,2] = FRS_Mer(T,T4,modes4,Gamma4,Sam2475,Sdm2475,0.05,0.05,4,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,1,2,0.22,0.3)\n",
    "\n",
    "Saf4_2475V = np.zeros((len(T),3))\n",
    "Sdf4_2475V = np.zeros((len(T),3))\n",
    "\n",
    "Saf4_2475V[:,0],Sdf4_2475V[:,0] = FRS_Vuk(T,T4,modes4,Gamma4,Sam2475,Sdm2475,0.05,0.05,1,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,0.3)\n",
    "Saf4_2475V[:,1],Sdf4_2475V[:,1] = FRS_Vuk(T,T4,modes4,Gamma4,Sam2475,Sdm2475,0.05,0.05,2,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,0.3)\n",
    "Saf4_2475V[:,2],Sdf4_2475V[:,2] = FRS_Vuk(T,T4,modes4,Gamma4,Sam2475,Sdm2475,0.05,0.05,4,4,Vb4,d4,imin4,ie4,Ge4,mef4,delta4,0,0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "6daabf73-954a-4d09-8ec1-97a0af1e784f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5.913277784281313\n",
      "5.913277784281313\n",
      "5.913277784281313\n",
      "1\n"
     ]
    }
   ],
   "source": [
    "Saf6_2475M = np.zeros((len(T),3))\n",
    "Sdf6_2475M = np.zeros((len(T),3))\n",
    "\n",
    "Saf6_2475M[:,0],Sdf6_2475M[:,0] = FRS_Mer(T,T6,modes6,Gamma6,Sam2475,Sdm2475,0.05,0.05,1,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,1,2,0.22,0.3)\n",
    "Saf6_2475M[:,1],Sdf6_2475M[:,1] = FRS_Mer(T,T6,modes6,Gamma6,Sam2475,Sdm2475,0.05,0.05,3,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,1,2,0.22,0.3)\n",
    "Saf6_2475M[:,2],Sdf6_2475M[:,2] = FRS_Mer(T,T6,modes6,Gamma6,Sam2475,Sdm2475,0.05,0.05,6,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,1,2,0.22,0.3)\n",
    "\n",
    "Saf6_2475V = np.zeros((len(T),3))\n",
    "Sdf6_2475V = np.zeros((len(T),3))\n",
    "\n",
    "Saf6_2475V[:,0],Sdf6_2475V[:,0] = FRS_Vuk(T,T6,modes6,Gamma6,Sam2475,Sdm2475,0.05,0.05,1,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,0.3)\n",
    "Saf6_2475V[:,1],Sdf6_2475V[:,1] = FRS_Vuk(T,T6,modes6,Gamma6,Sam2475,Sdm2475,0.05,0.05,3,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,0.3)\n",
    "Saf6_2475V[:,2],Sdf6_2475V[:,2] = FRS_Vuk(T,T6,modes6,Gamma6,Sam2475,Sdm2475,0.05,0.05,6,6,Vb6,d6,imin6,ie6,Ge6,mef6,delta6,0,0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4664c8ab-a0ae-4577-a923-53fbfa36d018",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "dddad495-1c11-450b-be37-1ee0bf74f51b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x1000 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,axs = plt.subplots(3,3,figsize=(14,10))\n",
    "\n",
    "axs[0,0].set_title('2 Story',fontsize=14)\n",
    "axs[0,0].plot(Sdf2_2475[:,1,:],Saf2_2475[:,1,:],color='grey',lw=0.1)\n",
    "axs[0,0].plot(Sdf2_2475M[:,1],Saf2_2475M[:,1],color='k',lw=1.5)\n",
    "axs[0,0].plot(Sdf2_2475V[:,1],Saf2_2475V[:,1],color='grey',lw=2)\n",
    "axs[0,0].plot(Sdfm2_2475[:,1],Safm2_2475[:,1],color='k',ls='--')\n",
    "axs[0,0].set_xlim(0,0.25)\n",
    "axs[0,0].set_ylim(0,5)\n",
    "axs[0,0].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[0,0].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[0,0].text(0.18,2,'2nd Floor',fontsize=12)\n",
    "axins11 = axs[0,0].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf2_2475[:,1,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm2_2475[:,1],color='k',ls='--')\n",
    "axins11.plot(T,Sdf2_2475V[:,1],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf2_2475M[:,1],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "\n",
    "axs[1,0].plot(Sdf2_2475[:,0,1:],Saf2_2475[:,0,1:],color='grey',lw=0.1)\n",
    "axs[1,0].plot(Sdf2_2475[:,0,0],Saf2_2475[:,0,0],color='grey',lw=0.1,label='Individual Record')\n",
    "axs[1,0].plot(Sdf2_2475M[:,0],Saf2_2475M[:,0],color='k',lw=1.5,label='Proposed Methodology')\n",
    "axs[1,0].plot(Sdf2_2475V[:,0],Saf2_2475V[:,0],color='grey',lw=2,label='Vukobratovic and Fajfar')\n",
    "axs[1,0].plot(Sdfm2_2475[:,0],Safm2_2475[:,0],color='k',ls='--',label='Median from NLTH Analyses')\n",
    "axs[1,0].set_xlim(0,0.25)\n",
    "axs[1,0].set_ylim(0,5)\n",
    "axs[1,0].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[1,0].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[1,0].text(0.18,2,'1st Floor',fontsize=12)\n",
    "lg=axs[1,0].legend(bbox_to_anchor=(1.0,-0.3),fontsize=14)\n",
    "lg.draw_frame(False)\n",
    "axins11 = axs[1,0].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf2_2475[:,0,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm2_2475[:,0],color='k',ls='--')\n",
    "axins11.plot(T,Sdf2_2475V[:,0],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf2_2475M[:,0],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "\n",
    "axs[0,1].set_title('4 Story',fontsize=14)\n",
    "axs[0,1].plot(Sdf4_2475[:,2,:],Saf4_2475[:,2,:],color='grey',lw=0.1)\n",
    "axs[0,1].plot(Sdf4_2475M[:,2],Saf4_2475M[:,2],color='k',lw=1.5)\n",
    "axs[0,1].plot(Sdf4_2475V[:,2],Saf4_2475V[:,2],color='grey',lw=2)\n",
    "axs[0,1].plot(Sdfm4_2475[:,2],Safm4_2475[:,2],color='k',ls='--')\n",
    "axs[0,1].set_xlim(0,0.25)\n",
    "axs[0,1].set_ylim(0,5)\n",
    "axs[0,1].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[0,1].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[0,1].text(0.18,2,'4th Floor',fontsize=12)\n",
    "axins11 = axs[0,1].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf4_2475[:,2,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm4_2475[:,2],color='k',ls='--')\n",
    "axins11.plot(T,Sdf4_2475V[:,2],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf4_2475M[:,2],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[1,1].plot(Sdf4_2475[:,1,:],Saf4_2475[:,1,:],color='grey',lw=0.1)\n",
    "axs[1,1].plot(Sdf4_2475M[:,1],Saf4_2475M[:,1],color='k',lw=1.5)\n",
    "axs[1,1].plot(Sdf4_2475V[:,1],Saf4_2475V[:,1],color='grey',lw=2)\n",
    "axs[1,1].plot(Sdfm4_2475[:,1],Safm4_2475[:,1],color='k',ls='--')\n",
    "axs[1,1].set_xlim(0,0.25)\n",
    "axs[1,1].set_ylim(0,5)\n",
    "axs[1,1].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[1,1].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[1,1].text(0.18,2,'2nd Floor',fontsize=12)\n",
    "axins11 = axs[1,1].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf4_2475[:,1,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm4_2475[:,1],color='k',ls='--')\n",
    "axins11.plot(T,Sdf4_2475V[:,1],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf4_2475M[:,1],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[2,1].plot(Sdf4_2475[:,0,:],Saf4_2475[:,0,:],color='grey',lw=0.1)\n",
    "axs[2,1].plot(Sdf4_2475M[:,0],Saf4_2475M[:,0],color='k',lw=1.5)\n",
    "axs[2,1].plot(Sdf4_2475V[:,0],Saf4_2475V[:,0],color='grey',lw=2)\n",
    "axs[2,1].plot(Sdfm4_2475[:,0],Safm4_2475[:,0],color='k',ls='--')\n",
    "axs[2,1].set_xlim(0,0.25)\n",
    "axs[2,1].set_ylim(0,5)\n",
    "axs[2,1].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[2,1].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[2,1].text(0.18,2,'1st Floor',fontsize=12)\n",
    "axins11 = axs[2,1].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf4_2475[:,0,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm4_2475[:,0],color='k',ls='--')\n",
    "axins11.plot(T,Sdf4_2475V[:,0],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf4_2475M[:,0],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[0,2].set_title('6 Story',fontsize=14)\n",
    "axs[0,2].plot(Sdf6_2475[:,2,:],Saf6_2475[:,2,:],color='grey',lw=0.1)\n",
    "axs[0,2].plot(Sdf6_2475M[:,2],Saf6_2475M[:,2],color='k',lw=1.5)\n",
    "axs[0,2].plot(Sdf6_2475V[:,2],Saf6_2475V[:,2],color='grey',lw=2)\n",
    "axs[0,2].plot(Sdfm6_2475[:,2],Safm6_2475[:,2],color='k',ls='--')\n",
    "axs[0,2].set_xlim(0,0.3)\n",
    "axs[0,2].set_ylim(0,5)\n",
    "axs[0,2].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[0,2].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[0,2].text(0.18,2,'6th Floor',fontsize=12)\n",
    "axins11 = axs[0,2].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf6_2475[:,2,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm6_2475[:,2],color='k',ls='--')\n",
    "axins11.plot(T,Sdf6_2475V[:,2],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf6_2475M[:,2],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[1,2].plot(Sdf6_2475[:,1,:],Saf6_2475[:,1,:],color='grey',lw=0.1)\n",
    "axs[1,2].plot(Sdf6_2475M[:,1],Saf6_2475M[:,1],color='k',lw=1.5)\n",
    "axs[1,2].plot(Sdf6_2475V[:,1],Saf6_2475V[:,1],color='grey',lw=2)\n",
    "axs[1,2].plot(Sdfm6_2475[:,1],Safm6_2475[:,1],color='k',ls='--')\n",
    "axs[1,2].set_xlim(0,0.25)\n",
    "axs[1,2].set_ylim(0,5)\n",
    "axs[1,2].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[1,2].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[1,2].text(0.18,2,'3rd Floor',fontsize=12)\n",
    "axins11 = axs[1,2].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf6_2475[:,1,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm6_2475[:,1],color='k',ls='--')\n",
    "axins11.plot(T,Sdf6_2475V[:,1],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf6_2475M[:,1],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "axs[2,2].plot(Sdf6_2475[:,0,:],Saf6_2475[:,0,:],color='grey',lw=0.1)\n",
    "axs[2,2].plot(Sdf6_2475M[:,0],Saf6_2475M[:,0],color='k',lw=1.5)\n",
    "axs[2,2].plot(Sdf6_2475V[:,0],Saf6_2475V[:,0],color='grey',lw=2)\n",
    "axs[2,2].plot(Sdfm6_2475[:,0],Safm6_2475[:,0],color='k',ls='--')\n",
    "axs[2,2].set_xlim(0,0.25)\n",
    "axs[2,2].set_ylim(0,5)\n",
    "axs[2,2].set_xlabel(r'$S_{DF}$ [m]',fontsize=12,labelpad=0.1)\n",
    "axs[2,2].set_ylabel(r'$S_{AF}$ [g]',fontsize=12,labelpad=0.1)\n",
    "axs[2,2].text(0.18,2,'1st Floor',fontsize=12)\n",
    "axins11 = axs[2,2].inset_axes([0.5, 0.6, 0.47, 0.35],xlim=(0,3), ylim=(0, 0.25))\n",
    "axins11.plot(T,Sdf6_2475[:,0,:],color='grey',lw=0.1)\n",
    "axins11.plot(T,Sdfm6_2475[:,0],color='k',ls='--')\n",
    "axins11.plot(T,Sdf6_2475V[:,0],color='grey',lw=2)\n",
    "axins11.plot(T,Sdf6_2475M[:,0],color='k',lw=1.5)\n",
    "axins11.xaxis.set_tick_params(labelsize=8)\n",
    "axins11.yaxis.set_tick_params(labelsize=8)\n",
    "axins11.set_xlabel(r'$T_{a}$ [s]',labelpad=-3,fontsize=9)\n",
    "axins11.set_ylabel(r'$S_{DF}$ [m]',labelpad=-1,fontsize=9)\n",
    "\n",
    "\n",
    "fig.delaxes(axs[2,0])\n",
    "#plt.tight_layout()\n",
    "fig.savefig('C:/Users/rober/Documents/ROSE/PostDoc/FRS/Paper/Figure12.tiff',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "f94568e2-9c0e-483e-8e8a-fd6a4edbf1c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1000"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "c24109a8-0b9c-4467-b79e-41e98127dea3",
   "metadata": {},
   "outputs": [],
   "source": [
    "def MAE(Sfm,SfM,ns):\n",
    "\n",
    "    Er = np.zeros(len(T[:500]))\n",
    "\n",
    "    for i in range(4,len(T[:500])):\n",
    "        Er[i] = abs(Sfm[i,ns]-SfM[i,ns])/Sfm[i,ns]\n",
    "\n",
    "    print(np.mean(Er)) \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "280b5f8f-95a1-4e48-8135-60aa3bdcd68c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.08923205748616381\n",
      "0.09445481926479252\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm2_50,Sdf2_50M,0)\n",
    "MAE(Sdfm2_50,Sdf2_50M,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "2d16e4f3-9375-43b0-aefb-98d51546fcf3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.05019285116965828\n",
      "0.06389671938749186\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm2_50,Saf2_50M,0)\n",
    "MAE(Safm2_50,Saf2_50M,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "1efc2d8c-b169-4537-a761-b3fcfded08cb",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.11590780547596212\n",
      "0.09894225321694702\n",
      "0.08686518298672714\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm4_50,Sdf2_50M,0)\n",
    "MAE(Sdfm4_50,Sdf4_50M,1)\n",
    "MAE(Sdfm4_50,Sdf4_50M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "326cd6e4-fd66-4b59-94b2-34900499f50e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.050264629493546924\n",
      "0.07722118675845185\n",
      "0.09743008837685244\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm4_50,Saf4_50M,0)\n",
    "MAE(Safm4_50,Saf4_50M,1)\n",
    "MAE(Safm4_50,Saf4_50M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "7cfaefac-b4a3-47a0-b060-4d00fb6d4cbc",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.07949269568953923\n",
      "0.09745275623000074\n",
      "0.08095220236111907\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm6_50,Sdf6_50M,0)\n",
    "MAE(Sdfm6_50,Sdf6_50M,1)\n",
    "MAE(Sdfm6_50,Sdf6_50M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "5da44c25-2df6-475a-9b8e-40a3cafca674",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.04820925508627481\n",
      "0.10766275015373669\n",
      "0.12497877388228923\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm6_50,Saf6_50M,0)\n",
    "MAE(Safm6_50,Saf6_50M,1)\n",
    "MAE(Safm6_50,Saf6_50M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "50eccbe4-e6f0-40d6-96d4-3a3741b8d988",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.2380026613677361\n",
      "0.31189030400148243\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm2_2475,Sdf2_2475M,0)\n",
    "MAE(Sdfm2_2475,Sdf2_2475M,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "76a318e7-0cad-4a7c-9636-cc9bfc6840e4",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.2301526127298801\n",
      "0.30270594083739893\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm2_2475,Saf2_2475M,0)\n",
    "MAE(Safm2_2475,Saf2_2475M,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "8b2bd651-01ac-417d-97cd-538b3cec2165",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.1745496832358096\n",
      "0.12972747342331692\n",
      "0.18517805752492997\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm4_2475,Sdf4_2475M,0)\n",
    "MAE(Sdfm4_2475,Sdf4_2475M,1)\n",
    "MAE(Sdfm4_2475,Sdf4_2475M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "6542569b-36d0-40fe-b6d3-89c6f5ce3bb0",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.1675027223883413\n",
      "0.1225570714484779\n",
      "0.17754150502203347\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm4_2475,Saf4_2475M,0)\n",
    "MAE(Safm4_2475,Saf4_2475M,1)\n",
    "MAE(Safm4_2475,Saf4_2475M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "eb2da29d-b05f-4bc2-9b68-bbb7f4daaf36",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.17246967746621106\n",
      "0.10601256553966405\n",
      "0.11683800645783898\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm6_2475,Sdf6_2475M,0)\n",
    "MAE(Sdfm6_2475,Sdf6_2475M,1)\n",
    "MAE(Sdfm6_2475,Sdf6_2475M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "c16e0f73-c4f2-4d93-8845-a3647ce56a25",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.16417742371354035\n",
      "0.10739989224154936\n",
      "0.12201362363790064\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm6_2475,Saf6_2475M,0)\n",
    "MAE(Safm6_2475,Saf6_2475M,1)\n",
    "MAE(Safm6_2475,Saf6_2475M,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "98a0d10b-26c1-4cd4-90bd-086696ab890a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.07376433439453925\n",
      "0.07654741404698878\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm2_50,Sdf2_50V,0)\n",
    "MAE(Sdfm2_50,Sdf2_50V,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "8bf51e12-aa45-4412-9c7a-25eb7742d380",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.031605671575450814\n",
      "0.042576791735319135\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm2_50,Saf2_50V,0)\n",
    "MAE(Safm2_50,Saf2_50V,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "7aedab84-094f-4e57-be06-e9a620e195eb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.11944728142261718\n",
      "0.08541111178132002\n",
      "0.06777616234361888\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm4_50,Sdf2_50V,0)\n",
    "MAE(Sdfm4_50,Sdf4_50V,1)\n",
    "MAE(Sdfm4_50,Sdf4_50V,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "47462104-6c64-481c-919f-7636f3842804",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.03595603977360018\n",
      "0.06324517047168748\n",
      "0.05669317642498976\n"
     ]
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   ],
   "source": [
    "MAE(Safm4_50,Saf4_50V,0)\n",
    "MAE(Safm4_50,Saf4_50V,1)\n",
    "MAE(Safm4_50,Saf4_50V,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "0cb6f418-740f-463d-ae19-bb670ff8b6e3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.06435498588244311\n",
      "0.07305083671348803\n",
      "0.05747382191258963\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm6_50,Sdf6_50V,0)\n",
    "MAE(Sdfm6_50,Sdf6_50V,1)\n",
    "MAE(Sdfm6_50,Sdf6_50V,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "773132eb-7498-4f74-bc99-d2a8323c8676",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.02632267192526569\n",
      "0.07871783720854147\n",
      "0.07074611801554087\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm6_50,Saf6_50V,0)\n",
    "MAE(Safm6_50,Saf6_50V,1)\n",
    "MAE(Safm6_50,Saf6_50V,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "3b2cdb6e-7ad3-48ea-8003-9d4f0d188990",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.054701545610763\n",
      "0.06596796963212388\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm2_2475,Sdf2_2475V,0)\n",
    "MAE(Sdfm2_2475,Sdf2_2475V,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "28fdf392-0054-4a88-8092-18146e082187",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.06639667882177858\n",
      "0.05530486317462108\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm2_2475,Saf2_2475V,0)\n",
    "MAE(Safm2_2475,Saf2_2475V,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "8426cabb-6482-4cc8-9ea1-768e6549659c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.08546652132694255\n",
      "0.11430061050157915\n",
      "0.09994967316069987\n"
     ]
    }
   ],
   "source": [
    "MAE(Sdfm4_2475,Sdf4_2475V,0)\n",
    "MAE(Sdfm4_2475,Sdf4_2475V,1)\n",
    "MAE(Sdfm4_2475,Sdf4_2475V,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "bdf7a901-4d26-4c6d-bb3f-b42ee38d257b",
   "metadata": {
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   "outputs": [
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     "text": [
      "0.09665649450453304\n",
      "0.1310277549469701\n",
      "0.09041178901034258\n"
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   "source": [
    "MAE(Safm4_2475,Saf4_2475V,0)\n",
    "MAE(Safm4_2475,Saf4_2475V,1)\n",
    "MAE(Safm4_2475,Saf4_2475V,2)"
   ]
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   "execution_count": 63,
   "id": "4ad532c0-ef2f-4c23-9141-d96428372774",
   "metadata": {
    "tags": []
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.0628438620272116\n",
      "0.13699888495464058\n",
      "0.10272818463617159\n"
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   ],
   "source": [
    "MAE(Sdfm6_2475,Sdf6_2475V,0)\n",
    "MAE(Sdfm6_2475,Sdf6_2475V,1)\n",
    "MAE(Sdfm6_2475,Sdf6_2475V,2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "8538afa9-1ce7-4bfc-963b-2909187806d6",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.06550495401058609\n",
      "0.15242685073681683\n",
      "0.09662780132328948\n"
     ]
    }
   ],
   "source": [
    "MAE(Safm6_2475,Saf6_2475V,0)\n",
    "MAE(Safm6_2475,Saf6_2475V,1)\n",
    "MAE(Safm6_2475,Saf6_2475V,2)"
   ]
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   "execution_count": null,
   "id": "74911562-24a9-4fd0-9885-74f6378d4fdd",
   "metadata": {},
   "outputs": [],
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   "id": "223f5955-1ec4-4b5b-a929-e142253a8a75",
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